{"id":"W3123501659","doi":"10.1136/bmj.m4786","title":"Electronic health record alerts for acute kidney injury: multicenter, randomized clinical trial","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Acute kidney injury; Dialysis; Randomized controlled trial; Kidney disease; Relative risk; Confidence interval; Emergency medicine; Randomization; Medical record; Acute care; Internal medicine; Intensive care medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006117919,0.002564258,0.005176603,0.000799469,0.0008707411,0.002300329,0.001404441,0.004153476,0.008097298],"category_scores_gemma":[0.01215444,0.001155705,0.002763322,0.0009489259,0.001717995,0.002114992,0.0008525195,0.003096772,0.001109665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032989,"about_ca_system_score_gemma":0.001991956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000863993,"about_ca_topic_score_gemma":0.001248358,"domain_scores_codex":[0.9950311,0.003204537,0.0004374132,0.0007275454,0.0002937548,0.0003055974],"domain_scores_gemma":[0.9934069,0.002339052,0.002332707,0.0004482215,0.0005555911,0.0009175195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9892277,0.004453002,0.0005437206,0.0008261365,0.0009927271,0.00001787821,0.00001879247,0.0001174602,0.0002089261,0.00007021373,0.0004160032,0.003107472],"study_design_scores_gemma":[0.9859138,0.01268449,0.000387082,0.00005297314,0.0004778815,0.000008454067,0.000006624513,0.0002067203,0.00006079473,0.00007194103,0.0001237689,0.000005487255],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421549,0.01296941,0.002544618,0.003216477,0.003350145,0.02988408,0.002543443,0.0003205956,0.003016444],"genre_scores_gemma":[0.9346964,0.004995023,0.006125593,0.003870329,0.003375079,0.04225945,0.001453108,0.0000384058,0.003186606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008097298,"threshold_uncertainty_score":0.03235507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07844422457256628,"score_gpt":0.4962647199790073,"score_spread":0.4178204954064411,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}